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Datadynamics is a Python library and environment for simulating (multi-agent) data collection dynamics. The library is built on top ofPettingZoo and is distributed under theBSD 3-Clause License.

The documentation is available atlfwa.github.io/datadynamics/.

Datadynamics can be installed via PyPI from Python 3.10 and higher:

$pip install datadynamics

Alternatively, you can install from source by downloading thelatest release or by cloning theGitHub repository, navigating into the directory, and installing viaPoetry:poetry install.

Visit the documentation site atlfwa.github.io/datadynamics/ for full usage guides.

# See tutorials/collector/wrapper_example.pyfromdatadynamics.environmentsimportcollector_v0fromdatadynamics.policiesimportgreedy_policy_v0env=collector_v0.env(n_points=300,n_agents=2,max_collect=[120,180],render_mode="human")policy=greedy_policy_v0.policy(env=env)env.reset()foragentinenv.agent_iter():observation,reward,termination,truncation,info=env.last()action=policy.action(observation,agent)env.step(action)